Watson update - The nuts and bolts behind Watson - What has Watson - - PowerPoint PPT Presentation
Watson update - The nuts and bolts behind Watson - What has Watson been up to lately - How can developers use Watson October 2016 Henrik Toft, IBM CTO team henrik.toft@dk.ibm.com 1 a new era of computing . . . 2 NLP parse Feb 2011 For
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a new era of computing . . .
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For researchers, the open-domain QA problem is attractive as it is one of the most challenging in the realm of computer science and artificial intelligence, requiring a synthesis of information retrieval, natural language processing, knowledge representation and reasoning, machine learning, and computer-human interfaces.
Source: http://www.aaai.org/Magazine/Watson/watson.php
Feb 2011
IBM is Participating in more than 120 collaborative projects contributing to the
learning,
the Linux Foundation’s Hyperledger Project
5 Ken Jennings warming up to play jeopardy against Watson Watson's mechanical 'thumb
6 Bob Meinel, Model Maker Thomas J Watson Research Center Ken Jennings warming up to play jeopardy against Watson Watson's mechanical 'thumb
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non-invasive carcinoma (intraepithelial neoplasia): WBRT after BCS for DCIS decreases the risk of local recurrence, with survival equal to that after mastectomy [I, A] [86]. The decrease in the risk of local recurrence by RT is evident in all subtypes of
DCIS, on the basis of the substantial reduction in disease recurrence, and the inability to define subsets of women who do not benefit from radiotherapy [56, 87]. However, in some patients with low-risk DCIS (tumour size <10 mm, low/ intermediate nuclear grade, adequate surgical margins), the risk
radiation may be an option. Randomised data on additional dose to the tumour bed (boost) are lacking, but a boost can be considered for patients at higher risk for local failure [III, B]. APBI should only be carried out within a clinical trial. Total mastectomy with clear margins in DCIS is curative, and PMRT
is not recommended. Lobular neoplasia is a risk factor for future
development of invasive cancer in both breasts; RT is not warranted, with exception of the pleomorphic subtype.
Source: https://annonc.oxfordjournals.org/content/26/suppl_5/v8.full.pdf+html
IBM’s Watson gives proper diagnosis for Japanese leukemia patient after doctors were stumped for months
The patient, a 60-year-old woman, was initially diagnosed with acute myeloid leukemia, which she was unsuccessfully treated for with several different anti-cancer drugs, leaving doctors confounded, Consequently, the medical team decided to use the Watson system, which, on analysing the data available, concluded the patient suffered from another form of leukemia and recommended a different treatment which was successful.
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patient lives
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them available on IBM’s innovation platform "Bluemix”
DeepMind/Google, Facebook, IBM og Microsoft
Now 48 in total, including 12 in Europa
Water under the Ylistö Bridge in Jyväskylä, Finland
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IBM Watson to Power SoftBank Robotics’ Pepper http://www-03.ibm.com/press/us/en/pressrelease/48763.wss Swiss Re to work with IBM Watson to harness the power of Big Data for Reinsurance http://www-03.ibm.com/press/us/en/pressrelease/47904.wss CVS Health and IBM Tap Watson to Develop Care Management Solutions for Chronic Disease http://www-03.ibm.com/press/us/en/pressrelease/47400.wss Under Armour and IBM to Transform Personal Health and Fitness, Powered By IBM Watson http://www-03.ibm.com/press/us/en/pressrelease/48764.wss The North Face, IBM and Fluid Launch New Interactive Shopping Experience using Artificial Intelligence (AI) http://www-03.ibm.com/press/us/en/pressrelease/48479.wss Thomson Reuters to deploy Watson technology to enhance customer solutions http://www-03.ibm.com/press/us/en/pressrelease/47794.wss Whirlpool Corporation, IBM Collaborate on Cognitive Solutions for Connected Appliances http://www-03.ibm.com/press/us/en/pressrelease/48762.wss IBM Watson Internet of Things Gives Lift to KONE’s Innovation in Smart Buildings http://www-03.ibm.com/press/us/en/pressrelease/49143.wss Woodside, Australia’s Largest Independent Oil and Gas Company, Uses IBM Watson to Enhance Decision Making and Increase Efficiencies http://www-03.ibm.com/press/us/en/pressrelease/47013.wss
Pathway Genomics Debuts First Genomic Wellness App Powered by Watson http://www-03.ibm.com/press/us/en/pressrelease/48766.wss Novo Nordisk and IBM partner to build diabetes care solutions on the Watson Health Cloud http://www-03.ibm.com/press/us/en/pressrelease/48316.wss Teva Pharmaceuticals and IBM Partner to Build Global e-Health Solutions on the IBM Watson Health Cloud http://www-03.ibm.com/press/us/en/pressrelease/47632.wss Johnson & Johnson and IBM Announce Plans to Collaborate on Advanced Solutions Designed to Transform Healthcare Delivery http://www-03.ibm.com/press/us/en/pressrelease/46582.wss IBM and New York Genome Center to Create Open Cancer Data Repository http://www-03.ibm.com/press/us/en/pressrelease/49232.wss American Heart Association, IBM Watson Health and Welltok Team Up to Transform Heart Health http://www-03.ibm.com/press/us/en/pressrelease/48924.wss Hilton hotels now pilot’s the World’s First Watson-Enabled Hotel Concierge http://www-03.ibm.com/press/us/en/pressrelease/49307.wss Boston Children’s Hospital to Tap IBM Watson to Tackle Rare Pediatric Diseases http://www-03.ibm.com/press/us/en/pressrelease/48031.wss ISS Turns to IBM Watson IoT to Transform Management of 25,000 Buildings Worldwide http://www-03.ibm.com/press/us/en/pressrelease/50059.wss
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More than 77.000 developers from 84 countries use IBM Watson API’s to find insight in more than 3 billion texts, images and other unstructured data every month
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IBM Bluemix & Watson services (Watson Developer Cloud) 15
IBM Bluemix – a mix of IBM and 3rd party Services http://www.ibm.com/cloud-computing/bluemix/
IBM Bluemix – a mix of IBM and 3rd party Services http://www.ibm.com/cloud-computing/bluemix/ Sample services
IBM Bluemix – a mix of IBM and 3rd party Services http://www.ibm.com/cloud-computing/bluemix/
IBM Bluemix – Watson services per Aug2016 20
https://visual-recognition-demo.mybluemix.net/ Bluemix service: visual recognition
Visual Recognition Service uses deep learning algorithms to analyze images
https://console.ng.bluemix.net/catalog 21
IBM Bluemix – Watson services per Aug2016 22
Bluemix service: AlchemyAPI http://www.alchemyapi.com/products/demo/alchemylanguage
processing more than 1000 requests every second.
https://console.ng.bluemix.net/catalog
Speech by DK Prime Minister, LLR
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Watson Knowledge Studio Watson Explorer AlchemyLanguage
End-to-end system that enables developers and subject matters experts to teach Watson the linguistic nuances of industries and knowledge domains.
Available on IBM Cloud Marketplace
Users
Deploy
SME DEV
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(not part of Bluemix!)
SME SME SME
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(not part of Bluemix!)
A Machine-learning annotator identifies entities and entity relationships according to a statistical model that is based on ground truth. 26
(not part of Bluemix!)
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(not part of Bluemix!)
IBM Bluemix – Watson services per Aug2016 28
Bluemix service: Personality Insight https://console.ng.bluemix.net/catalog
Speech by DK Prime Minister, LLR
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https://console.ng.bluemix.net/catalog/services/personality-insights/
IBM Bluemix – Watson services per Aug2016 30
Bluemix service: Tone Analyzer https://console.ng.bluemix.net/catalog
Speech by DK Prime Minister, LLR
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IBM Bluemix – Watson services per Aug2016 32
Bluemix service: Tradeoff Analytics https://console.ng.bluemix.net/catalog 33
IBM Bluemix – a mix of IBM and 3rd party Services http://www.ibm.com/cloud-computing/bluemix/
your smartphone to the webpage and see it conects in realtime.
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Link to IoT demo in Bluemix 35
By Henrik Toft, IBM CTO Team henrik.toft@dk.ibm.com
a Vision of the future: Every professional will have a cognitive assistant